• Conducted a quantitative analysis of Canadian banks derivative books to determine risk during a wind-down and create an industry wide analysis• Built a dynamic Excel index of countries adopted resolution regimes to track implementation over time for the Financial Stability Board (FSB)• Created a Monte Carlo based Loan Loss Model in MATLAB to compute expected losses with a probabilistic distribution on loan portfolios. Applied Cholesky’s Decomposition to account for correlation and added stabilization functions to compare losses across various tools

• Updated CDIC’s Bail-In Simulator model to run with MATLAB 2019• Developed a Loss Minimization Model in MATLAB for liquidating failing banks with a Monte Carlo methodology, adjustable to run dynamically with any size balance sheet inputted• Added creditor hierarchy and sensitivity analysis MATLAB functions to compute losses under stressed conditions

• Worked with Legal department tracing stolen funds and building civil suits against fraudulent clients• Retained to consult on a litigation focused on stolen cryptocurrencies valued at over USD$5 million. Helped in writing an affidavit to communicate technical cryptocurrency notes to judges• Developed an interactive excel dashboard to analyse cryptocurrencies characteristics and fundamentals

• Worked as a cashier and a full-service attendant• Conducted weekly safety reports for the station

• Assisted in coaching beginner level snowboarding students• Certified by the Canadian Association for Snowboard Instructors (CASI)